학술논문

Multicellular PI Control for Gene Regulation in Microbial Consortia
Document Type
Periodical
Source
IEEE Control Systems Letters IEEE Control Syst. Lett. Control Systems Letters, IEEE. 6:3373-3378 2022
Subject
Robotics and Control Systems
Computing and Processing
Components, Circuits, Devices and Systems
Statistics
Sociology
Sensors
Process control
Biology
Production
Cells (biology)
Biomolecular systems
genetic regulatory systems
PID control
synthetic biology
Language
ISSN
2475-1456
Abstract
We describe two multicellular implementations of the classical P and PI feedback controllers for the regulation of gene expression in a target cell population. Specifically, we propose to distribute the Proportional and Integral actions over two different cellular populations in a microbial consortium comprising a third target population whose output needs to be regulated. By engineering communication among different cellular populations via appropriate orthogonal quorum sensing molecules, we are able to close the feedback loop across the consortium. We derive analytical conditions on the biological parameters guaranteeing the regulation of the output of the target population and we validate the robustness and modularity of proposed control schemes via in silico experiments in BSim, a realistic agent-based simulator of bacterial populations.